Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 539127 |
| Missing cells | 124695 |
| Missing cells (%) | 1.4% |
| Duplicate rows | 3826 |
| Duplicate rows (%) | 0.7% |
| Total size in memory | 69.9 MiB |
| Average record size in memory | 136.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 6 |
| Unsupported | 1 |
| Dataset has 3826 (0.7%) duplicate rows | Duplicates |
State has a high cardinality: 55 distinct values | High cardinality |
County has a high cardinality: 1808 distinct values | High cardinality |
Crop has a high cardinality: 283 distinct values | High cardinality |
State_Code is highly correlated with State_County_Code | High correlation |
State_County_Code is highly correlated with State_Code | High correlation |
Planted_Acres is highly correlated with Planted_and_Failed_Acres | High correlation |
Planted_and_Failed_Acres is highly correlated with Planted_Acres | High correlation |
State_Code is highly correlated with State_County_Code | High correlation |
State_County_Code is highly correlated with State_Code | High correlation |
Planted_Acres is highly correlated with Planted_and_Failed_Acres | High correlation |
Planted_and_Failed_Acres is highly correlated with Planted_Acres | High correlation |
State_Code is highly correlated with State_County_Code | High correlation |
State_County_Code is highly correlated with State_Code | High correlation |
Planted_Acres is highly correlated with Planted_and_Failed_Acres | High correlation |
Planted_and_Failed_Acres is highly correlated with Planted_Acres | High correlation |
Intended_Use is highly correlated with Irrigation_Practice | High correlation |
Irrigation_Practice is highly correlated with Intended_Use | High correlation |
State_Code is highly correlated with State and 1 other fields | High correlation |
County_Code is highly correlated with State | High correlation |
Crop_Code is highly correlated with Intended_Use and 1 other fields | High correlation |
State is highly correlated with State_Code and 3 other fields | High correlation |
State_County_Code is highly correlated with State_Code and 1 other fields | High correlation |
Intended_Use is highly correlated with Crop_Code and 1 other fields | High correlation |
Irrigation_Practice is highly correlated with Crop_Code and 2 other fields | High correlation |
Planted_Acres is highly correlated with Planted_and_Failed_Acres | High correlation |
Planted_and_Failed_Acres is highly correlated with Planted_Acres | High correlation |
Crop_Type has 98932 (18.4%) missing values | Missing |
Intended_Use has 25340 (4.7%) missing values | Missing |
Planted_Acres is highly skewed (γ1 = 54.10435986) | Skewed |
Volunteer_Acres is highly skewed (γ1 = 210.2360612) | Skewed |
Failed_Acres is highly skewed (γ1 = 138.0075859) | Skewed |
Prevented_Acres is highly skewed (γ1 = 72.64528079) | Skewed |
Not_Planted_Acres is highly skewed (γ1 = 131.4743886) | Skewed |
Planted_and_Failed_Acres is highly skewed (γ1 = 54.01257506) | Skewed |
Crop_Type is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Planted_Acres has 17658 (3.3%) zeros | Zeros |
Volunteer_Acres has 510568 (94.7%) zeros | Zeros |
Failed_Acres has 529907 (98.3%) zeros | Zeros |
Prevented_Acres has 521451 (96.7%) zeros | Zeros |
Not_Planted_Acres has 522162 (96.9%) zeros | Zeros |
Planted_and_Failed_Acres has 17116 (3.2%) zeros | Zeros |
Reproduction
| Analysis started | 2022-05-23 15:10:30.753196 |
|---|---|
| Analysis finished | 2022-05-23 15:11:55.214873 |
| Duration | 1 minute and 24.46 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 55 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.05325832 |
| Minimum | 1 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 19 |
| median | 30 |
| Q3 | 42 |
| 95-th percentile | 54 |
| Maximum | 72 |
| Range | 71 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 14.08137574 |
|---|---|
| Coefficient of variation (CV) | 0.4534588799 |
| Kurtosis | -0.7979441515 |
| Mean | 31.05325832 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.01330404755 |
| Sum | 16741650 |
| Variance | 198.2851426 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 48 | 35657 | 6.6% |
| 27 | 26281 | 4.9% |
| 31 | 26132 | 4.8% |
| 19 | 25414 | 4.7% |
| 20 | 22637 | 4.2% |
| 55 | 22074 | 4.1% |
| 17 | 19790 | 3.7% |
| 39 | 18846 | 3.5% |
| 26 | 18214 | 3.4% |
| 29 | 18123 | 3.4% |
| Other values (45) | 305959 |
| Value | Count | Frequency (%) |
| 1 | 8923 | |
| 2 | 301 | 0.1% |
| 4 | 1488 | 0.3% |
| 5 | 6054 | 1.1% |
| 6 | 9513 | |
| 8 | 9760 | |
| 9 | 2172 | 0.4% |
| 10 | 1056 | 0.2% |
| 12 | 6537 | 1.2% |
| 13 | 16963 |
| Value | Count | Frequency (%) |
| 72 | 1320 | 0.2% |
| 69 | 33 | < 0.1% |
| 60 | 15 | < 0.1% |
| 56 | 3397 | 0.6% |
| 55 | 22074 | |
| 54 | 3969 | 0.7% |
| 53 | 7170 | 1.3% |
| 52 | 331 | 0.1% |
| 51 | 10874 | |
| 50 | 1700 | 0.3% |
| Distinct | 272 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.68761906 |
| Minimum | 1 |
|---|---|
| Maximum | 810 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 33 |
| median | 75 |
| Q3 | 125 |
| 95-th percentile | 217 |
| Maximum | 810 |
| Range | 809 |
| Interquartile range (IQR) | 92 |
Descriptive statistics
| Standard deviation | 81.23338367 |
|---|---|
| Coefficient of variation (CV) | 0.8957494365 |
| Kurtosis | 9.532978197 |
| Mean | 90.68761906 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | 2.319417732 |
| Sum | 48892144 |
| Variance | 6598.862622 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 9962 | 1.8% |
| 11 | 9838 | 1.8% |
| 3 | 9241 | 1.7% |
| 21 | 9236 | 1.7% |
| 1 | 8843 | 1.6% |
| 27 | 8721 | 1.6% |
| 25 | 8571 | 1.6% |
| 19 | 8457 | 1.6% |
| 13 | 8166 | 1.5% |
| 15 | 8099 | 1.5% |
| Other values (262) | 449993 |
| Value | Count | Frequency (%) |
| 1 | 8843 | |
| 2 | 388 | 0.1% |
| 3 | 9241 | |
| 4 | 149 | < 0.1% |
| 5 | 9962 | |
| 6 | 19 | < 0.1% |
| 7 | 6989 | |
| 9 | 7633 | |
| 11 | 9838 | |
| 12 | 90 | < 0.1% |
| Value | Count | Frequency (%) |
| 810 | 148 | |
| 800 | 257 | |
| 550 | 75 | < 0.1% |
| 510 | 3 | < 0.1% |
| 507 | 219 | |
| 505 | 30 | < 0.1% |
| 503 | 161 | |
| 501 | 361 | |
| 499 | 37 | < 0.1% |
| 497 | 140 | < 0.1% |
| Distinct | 281 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 405.2536026 |
| Minimum | 1 |
|---|---|
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 67 |
| median | 102 |
| Q3 | 158 |
| 95-th percentile | 1218 |
| Maximum | 9999 |
| Range | 9998 |
| Interquartile range (IQR) | 91 |
Descriptive statistics
| Standard deviation | 1239.064331 |
|---|---|
| Coefficient of variation (CV) | 3.057503555 |
| Kurtosis | 24.39880847 |
| Mean | 405.2536026 |
| Median Absolute Deviation (MAD) | 49 |
| Skewness | 4.964466117 |
| Sum | 218483159 |
| Variance | 1535280.415 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 102 | 91596 | |
| 99 | 62200 | 11.5% |
| 296 | 52333 | 9.7% |
| 41 | 28757 | 5.3% |
| 11 | 21741 | 4.0% |
| 16 | 14181 | 2.6% |
| 53 | 13462 | 2.5% |
| 81 | 12029 | 2.2% |
| 27 | 10637 | 2.0% |
| 94 | 10573 | 2.0% |
| Other values (271) | 221618 |
| Value | Count | Frequency (%) |
| 1 | 572 | 0.1% |
| 2 | 512 | 0.1% |
| 3 | 49 | < 0.1% |
| 4 | 85 | < 0.1% |
| 5 | 144 | < 0.1% |
| 7 | 26 | < 0.1% |
| 8 | 66 | < 0.1% |
| 9 | 29 | < 0.1% |
| 10 | 59 | < 0.1% |
| 11 | 21741 |
| Value | Count | Frequency (%) |
| 9999 | 2 | < 0.1% |
| 9998 | 24 | < 0.1% |
| 9997 | 6 | < 0.1% |
| 9996 | 10 | < 0.1% |
| 9995 | 3 | < 0.1% |
| 9994 | 20 | < 0.1% |
| 9993 | 3 | < 0.1% |
| 9992 | 2 | < 0.1% |
| 9907 | 3 | < 0.1% |
| 9906 | 68 |
| Distinct | 55 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
| Texas | 35657 |
|---|---|
| Minnesota | 26281 |
| Nebraska | 26132 |
| Iowa | 25414 |
| Kansas | 22637 |
| Other values (50) |
Length
| Max length | 26 |
|---|---|
| Median length | 14 |
| Mean length | 8.088205562 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4360570 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Alabama |
|---|---|
| 2nd row | Alabama |
| 3rd row | Alabama |
| 4th row | Alabama |
| 5th row | Alabama |
Common Values
| Value | Count | Frequency (%) |
| Texas | 35657 | 6.6% |
| Minnesota | 26281 | 4.9% |
| Nebraska | 26132 | 4.8% |
| Iowa | 25414 | 4.7% |
| Kansas | 22637 | 4.2% |
| Wisconsin | 22074 | 4.1% |
| Illinois | 19790 | 3.7% |
| Ohio | 18846 | 3.5% |
| Michigan | 18214 | 3.4% |
| Missouri | 18123 | 3.4% |
| Other values (45) | 305959 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| texas | 35657 | 5.7% |
| dakota | 31265 | 5.0% |
| north | 30962 | 4.9% |
| minnesota | 26281 | 4.2% |
| nebraska | 26132 | 4.2% |
| iowa | 25414 | 4.0% |
| south | 25139 | 4.0% |
| carolina | 24836 | 4.0% |
| new | 24641 | 3.9% |
| kansas | 22637 | 3.6% |
| Other values (54) | 354890 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 604115 | |
| i | 409135 | 9.4% |
| n | 402282 | 9.2% |
| o | 398700 | 9.1% |
| s | 345588 | 7.9% |
| e | 236518 | 5.4% |
| r | 206628 | 4.7% |
| t | 172292 | 4.0% |
| h | 134213 | 3.1% |
| l | 134211 | 3.1% |
| Other values (37) | 1316888 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3643658 | |
| Uppercase Letter | 627523 | 14.4% |
| Space Separator | 88727 | 2.0% |
| Other Punctuation | 662 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 604115 | |
| i | 409135 | |
| n | 402282 | |
| o | 398700 | |
| s | 345588 | |
| e | 236518 | 6.5% |
| r | 206628 | 5.7% |
| t | 172292 | 4.7% |
| h | 134213 | 3.7% |
| l | 134211 | 3.7% |
| Other values (14) | 599976 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 100864 | |
| N | 82846 | |
| I | 74945 | |
| C | 46281 | |
| T | 44765 | |
| O | 42356 | |
| W | 36610 | 5.8% |
| K | 35711 | 5.7% |
| D | 32321 | 5.2% |
| S | 25485 | 4.1% |
| Other values (11) | 105339 |
Space Separator
| Value | Count | Frequency (%) |
| 88727 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 662 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4271181 | |
| Common | 89389 | 2.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 604115 | |
| i | 409135 | 9.6% |
| n | 402282 | 9.4% |
| o | 398700 | 9.3% |
| s | 345588 | 8.1% |
| e | 236518 | 5.5% |
| r | 206628 | 4.8% |
| t | 172292 | 4.0% |
| h | 134213 | 3.1% |
| l | 134211 | 3.1% |
| Other values (35) | 1227499 |
Common
| Value | Count | Frequency (%) |
| 88727 | ||
| . | 662 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4360570 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 604115 | |
| i | 409135 | 9.4% |
| n | 402282 | 9.2% |
| o | 398700 | 9.1% |
| s | 345588 | 7.9% |
| e | 236518 | 5.4% |
| r | 206628 | 4.7% |
| t | 172292 | 4.0% |
| h | 134213 | 3.1% |
| l | 134211 | 3.1% |
| Other values (37) | 1316888 |
| Distinct | 1808 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
| Washington | 5964 |
|---|---|
| Franklin | 4630 |
| Jackson | 4389 |
| Jefferson | 4262 |
| Lincoln | 3798 |
| Other values (1803) |
Length
| Max length | 44 |
|---|---|
| Median length | 33 |
| Mean length | 7.091462679 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3823199 |
|---|---|
| Distinct characters | 59 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Autauga |
|---|---|
| 2nd row | Autauga |
| 3rd row | Autauga |
| 4th row | Autauga |
| 5th row | Autauga |
Common Values
| Value | Count | Frequency (%) |
| Washington | 5964 | 1.1% |
| Franklin | 4630 | 0.9% |
| Jackson | 4389 | 0.8% |
| Jefferson | 4262 | 0.8% |
| Lincoln | 3798 | 0.7% |
| Madison | 3243 | 0.6% |
| Adams | 3057 | 0.6% |
| Marion | 2909 | 0.5% |
| Monroe | 2842 | 0.5% |
| Clay | 2813 | 0.5% |
| Other values (1798) | 501220 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| washington | 6053 | 1.0% |
| franklin | 4824 | 0.8% |
| jefferson | 4406 | 0.8% |
| jackson | 4389 | 0.8% |
| st | 3824 | 0.7% |
| lincoln | 3798 | 0.6% |
| madison | 3243 | 0.6% |
| adams | 3057 | 0.5% |
| monroe | 3013 | 0.5% |
| marion | 2909 | 0.5% |
| Other values (1823) | 545485 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 372853 | 9.8% |
| a | 372229 | 9.7% |
| n | 317793 | 8.3% |
| o | 292720 | 7.7% |
| r | 259493 | 6.8% |
| l | 213885 | 5.6% |
| i | 197175 | 5.2% |
| t | 176418 | 4.6% |
| s | 170300 | 4.5% |
| u | 100682 | 2.6% |
| Other values (49) | 1349651 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3169909 | |
| Uppercase Letter | 591341 | 15.5% |
| Space Separator | 45874 | 1.2% |
| Other Punctuation | 13957 | 0.4% |
| Decimal Number | 2118 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 372853 | |
| a | 372229 | |
| n | 317793 | |
| o | 292720 | |
| r | 259493 | 8.2% |
| l | 213885 | 6.7% |
| i | 197175 | 6.2% |
| t | 176418 | 5.6% |
| s | 170300 | 5.4% |
| u | 100682 | 3.2% |
| Other values (16) | 696361 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 68369 | 11.6% |
| M | 53966 | 9.1% |
| S | 48147 | 8.1% |
| B | 44974 | 7.6% |
| W | 41252 | 7.0% |
| L | 38958 | 6.6% |
| P | 34313 | 5.8% |
| H | 33777 | 5.7% |
| G | 26514 | 4.5% |
| D | 26152 | 4.4% |
| Other values (15) | 174919 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 6724 | |
| . | 4056 | |
| & | 1059 | 7.6% |
| # | 1059 | 7.6% |
| ; | 1059 | 7.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1059 | |
| 9 | 1059 |
Space Separator
| Value | Count | Frequency (%) |
| 45874 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3761250 | |
| Common | 61949 | 1.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 372853 | 9.9% |
| a | 372229 | 9.9% |
| n | 317793 | 8.4% |
| o | 292720 | 7.8% |
| r | 259493 | 6.9% |
| l | 213885 | 5.7% |
| i | 197175 | 5.2% |
| t | 176418 | 4.7% |
| s | 170300 | 4.5% |
| u | 100682 | 2.7% |
| Other values (41) | 1287702 |
Common
| Value | Count | Frequency (%) |
| 45874 | ||
| , | 6724 | 10.9% |
| . | 4056 | 6.5% |
| & | 1059 | 1.7% |
| # | 1059 | 1.7% |
| 3 | 1059 | 1.7% |
| 9 | 1059 | 1.7% |
| ; | 1059 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3823199 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 372853 | 9.8% |
| a | 372229 | 9.7% |
| n | 317793 | 8.3% |
| o | 292720 | 7.7% |
| r | 259493 | 6.8% |
| l | 213885 | 5.6% |
| i | 197175 | 5.2% |
| t | 176418 | 4.6% |
| s | 170300 | 4.5% |
| u | 100682 | 2.6% |
| Other values (49) | 1349651 |
| Distinct | 3069 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 423 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31111.80045 |
| Minimum | 1001 |
|---|---|
| Maximum | 72141 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | 1001 |
|---|---|
| 5-th percentile | 8007 |
| Q1 | 19181 |
| median | 30075 |
| Q3 | 42039 |
| 95-th percentile | 54089 |
| Maximum | 72141 |
| Range | 71140 |
| Interquartile range (IQR) | 22858 |
Descriptive statistics
| Standard deviation | 14046.55323 |
|---|---|
| Coefficient of variation (CV) | 0.4514863503 |
| Kurtosis | -0.8269182426 |
| Mean | 31111.80045 |
| Median Absolute Deviation (MAD) | 10968 |
| Skewness | -0.02568760535 |
| Sum | 1.676005135 × 1010 |
| Variance | 197305657.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 26021 | 931 | 0.2% |
| 27037 | 854 | 0.2% |
| 27145 | 761 | 0.1% |
| 41047 | 709 | 0.1% |
| 8123 | 706 | 0.1% |
| 36067 | 701 | 0.1% |
| 41059 | 699 | 0.1% |
| 48445 | 693 | 0.1% |
| 30013 | 656 | 0.1% |
| 55021 | 649 | 0.1% |
| Other values (3059) | 531345 |
| Value | Count | Frequency (%) |
| 1001 | 247 | |
| 1003 | 274 | |
| 1005 | 192 | |
| 1007 | 61 | < 0.1% |
| 1009 | 219 | |
| 1011 | 108 | < 0.1% |
| 1013 | 105 | < 0.1% |
| 1015 | 121 | |
| 1017 | 142 | |
| 1019 | 172 |
| Value | Count | Frequency (%) |
| 72141 | 81 | |
| 72113 | 100 | |
| 72097 | 187 | |
| 72081 | 70 | < 0.1% |
| 72047 | 77 | |
| 72025 | 74 | < 0.1% |
| 72019 | 110 | |
| 72013 | 133 | |
| 72001 | 65 | < 0.1% |
| 69110 | 32 | < 0.1% |
| Distinct | 283 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
| GRASS | |
|---|---|
| CRP | |
| MIXED FORAGE | |
| CORN | |
| WHEAT | 21741 |
| Other values (278) |
Length
| Max length | 34 |
|---|---|
| Median length | 27 |
| Mean length | 7.013575651 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3781208 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 14 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | WHEAT |
|---|---|
| 2nd row | WHEAT |
| 3rd row | OATS |
| 4th row | OATS |
| 5th row | OATS |
Common Values
| Value | Count | Frequency (%) |
| GRASS | 91596 | |
| CRP | 62200 | 11.5% |
| MIXED FORAGE | 52333 | 9.7% |
| CORN | 28757 | 5.3% |
| WHEAT | 21741 | 4.0% |
| OATS | 14181 | 2.6% |
| GRAPES | 13462 | 2.5% |
| SOYBEANS | 12029 | 2.2% |
| ALFALFA | 10637 | 2.0% |
| RYE | 10573 | 2.0% |
| Other values (273) | 221618 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| grass | 91596 | 14.0% |
| crp | 62200 | 9.5% |
| forage | 61498 | 9.4% |
| mixed | 52333 | 8.0% |
| corn | 28757 | 4.4% |
| wheat | 21741 | 3.3% |
| sorghum | 17751 | 2.7% |
| oats | 14181 | 2.2% |
| grapes | 13462 | 2.1% |
| soybeans | 12029 | 1.8% |
| Other values (315) | 281028 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 434693 | 11.5% |
| E | 404263 | 10.7% |
| S | 400081 | 10.6% |
| A | 378609 | 10.0% |
| O | 257467 | 6.8% |
| G | 208296 | 5.5% |
| P | 170053 | 4.5% |
| C | 162592 | 4.3% |
| T | 138632 | 3.7% |
| L | 135522 | 3.6% |
| Other values (23) | 1091000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3647301 | |
| Space Separator | 131754 | 3.5% |
| Other Punctuation | 954 | < 0.1% |
| Open Punctuation | 584 | < 0.1% |
| Close Punctuation | 584 | < 0.1% |
| Decimal Number | 31 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 434693 | |
| E | 404263 | |
| S | 400081 | |
| A | 378609 | 10.4% |
| O | 257467 | 7.1% |
| G | 208296 | 5.7% |
| P | 170053 | 4.7% |
| C | 162592 | 4.5% |
| T | 138632 | 3.8% |
| L | 135522 | 3.7% |
| Other values (16) | 957093 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 3 | 10 | |
| 1 | 10 |
Space Separator
| Value | Count | Frequency (%) |
| 131754 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 954 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 584 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 584 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3647301 | |
| Common | 133907 | 3.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 434693 | |
| E | 404263 | |
| S | 400081 | |
| A | 378609 | 10.4% |
| O | 257467 | 7.1% |
| G | 208296 | 5.7% |
| P | 170053 | 4.7% |
| C | 162592 | 4.5% |
| T | 138632 | 3.8% |
| L | 135522 | 3.7% |
| Other values (16) | 957093 |
Common
| Value | Count | Frequency (%) |
| 131754 | ||
| / | 954 | 0.7% |
| ( | 584 | 0.4% |
| ) | 584 | 0.4% |
| 0 | 11 | < 0.1% |
| 3 | 10 | < 0.1% |
| 1 | 10 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3781208 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 434693 | 11.5% |
| E | 404263 | 10.7% |
| S | 400081 | 10.6% |
| A | 378609 | 10.0% |
| O | 257467 | 6.8% |
| G | 208296 | 5.5% |
| P | 170053 | 4.5% |
| C | 162592 | 4.3% |
| T | 138632 | 3.7% |
| L | 135522 | 3.6% |
| Other values (23) | 1091000 |
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 25340 |
| Missing (%) | 4.7% |
| Memory size | 4.1 MiB |
| Forage | |
|---|---|
| Fresh | |
| Blank | |
| Grazing | |
| Grain | |
| Other values (24) |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 6.227061019 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3199383 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Grain |
|---|---|
| 2nd row | Seed |
| 3rd row | Grazing |
| 4th row | Grain |
| 5th row | Grazing |
Common Values
| Value | Count | Frequency (%) |
| Forage | 107064 | |
| Fresh | 95976 | |
| Blank | 81833 | |
| Grazing | 69946 | |
| Grain | 61445 | |
| Left Standing | 28253 | 5.2% |
| Processed | 19405 | 3.6% |
| Seed | 18155 | 3.4% |
| Cover Only | 8258 | 1.5% |
| Silage | 5589 | 1.0% |
| Other values (19) | 17863 | 3.3% |
| (Missing) | 25340 | 4.7% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| forage | 107064 | |
| fresh | 95976 | |
| blank | 81833 | |
| grazing | 69946 | |
| grain | 61445 | |
| left | 28253 | 5.0% |
| standing | 28253 | 5.0% |
| processed | 19405 | 3.5% |
| seed | 18155 | 3.2% |
| cover | 8258 | 1.5% |
| Other values (23) | 41272 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 373621 | |
| a | 362005 | |
| e | 338022 | |
| n | 285494 | 8.9% |
| g | 210876 | 6.6% |
| F | 203238 | 6.4% |
| i | 171920 | 5.4% |
| o | 138854 | 4.3% |
| s | 137461 | 4.3% |
| G | 135211 | 4.2% |
| Other values (28) | 842681 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2589690 | |
| Uppercase Letter | 562916 | 17.6% |
| Space Separator | 46073 | 1.4% |
| Other Punctuation | 704 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 373621 | |
| a | 362005 | |
| e | 338022 | |
| n | 285494 | |
| g | 210876 | |
| i | 171920 | |
| o | 138854 | 5.4% |
| s | 137461 | 5.3% |
| l | 103688 | 4.0% |
| h | 95976 | 3.7% |
| Other values (11) | 371773 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 203238 | |
| G | 135211 | |
| B | 83009 | |
| S | 55268 | 9.8% |
| L | 28273 | 5.0% |
| P | 21457 | 3.8% |
| C | 9434 | 1.7% |
| O | 8665 | 1.5% |
| D | 6514 | 1.2% |
| E | 5377 | 1.0% |
| Other values (5) | 6470 | 1.1% |
Space Separator
| Value | Count | Frequency (%) |
| 46073 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 704 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3152606 | |
| Common | 46777 | 1.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 373621 | |
| a | 362005 | |
| e | 338022 | |
| n | 285494 | 9.1% |
| g | 210876 | 6.7% |
| F | 203238 | 6.4% |
| i | 171920 | 5.5% |
| o | 138854 | 4.4% |
| s | 137461 | 4.4% |
| G | 135211 | 4.3% |
| Other values (26) | 795904 |
Common
| Value | Count | Frequency (%) |
| 46073 | ||
| / | 704 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3199383 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 373621 | |
| a | 362005 | |
| e | 338022 | |
| n | 285494 | 8.9% |
| g | 210876 | 6.6% |
| F | 203238 | 6.4% |
| i | 171920 | 5.4% |
| o | 138854 | 4.3% |
| s | 137461 | 4.3% |
| G | 135211 | 4.2% |
| Other values (28) | 842681 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
| N | |
|---|---|
| I | |
| O | 3316 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 539127 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 406616 | |
| I | 129195 | 24.0% |
| O | 3316 | 0.6% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| n | 406616 | |
| i | 129195 | 24.0% |
| o | 3316 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 406616 | |
| I | 129195 | 24.0% |
| O | 3316 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 539127 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 406616 | |
| I | 129195 | 24.0% |
| O | 3316 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 539127 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 406616 | |
| I | 129195 | 24.0% |
| O | 3316 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 539127 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 406616 | |
| I | 129195 | 24.0% |
| O | 3316 | 0.6% |
Planted_Acres
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 150912 |
|---|---|
| Distinct (%) | 28.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3775.961195 |
| Minimum | 0 |
|---|---|
| Maximum | 6914872.27 |
| Zeros | 17658 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.065 |
| Q1 | 6.01 |
| median | 51.2 |
| Q3 | 365.42 |
| 95-th percentile | 7972.457 |
| Maximum | 6914872.27 |
| Range | 6914872.27 |
| Interquartile range (IQR) | 359.41 |
Descriptive statistics
| Standard deviation | 45591.58925 |
|---|---|
| Coefficient of variation (CV) | 12.07416785 |
| Kurtosis | 4855.667575 |
| Mean | 3775.961195 |
| Median Absolute Deviation (MAD) | 50.7 |
| Skewness | 54.10435986 |
| Sum | 2035722631 |
| Variance | 2078593011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 17658 | 3.3% |
| 1 | 5398 | 1.0% |
| 0.5 | 3883 | 0.7% |
| 2 | 3873 | 0.7% |
| 0.1 | 2910 | 0.5% |
| 3 | 2432 | 0.5% |
| 5 | 2314 | 0.4% |
| 0.25 | 2091 | 0.4% |
| 4 | 1951 | 0.4% |
| 1.5 | 1931 | 0.4% |
| Other values (150902) | 494686 |
| Value | Count | Frequency (%) |
| 0 | 17658 | |
| 0.0001 | 48 | < 0.1% |
| 0.0002 | 16 | < 0.1% |
| 0.0003 | 10 | < 0.1% |
| 0.0004 | 5 | < 0.1% |
| 0.0005 | 7 | < 0.1% |
| 0.0006 | 24 | < 0.1% |
| 0.0007 | 11 | < 0.1% |
| 0.0008 | 8 | < 0.1% |
| 0.0009 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 6914872.27 | 1 | |
| 6128962.12 | 1 | |
| 5578955.55 | 1 | |
| 5533689.1 | 1 | |
| 5461513.27 | 1 | |
| 5424527.57 | 1 | |
| 4754721.09 | 1 | |
| 4315211.08 | 1 | |
| 4230149.13 | 1 | |
| 4226050.6 | 1 |
| Distinct | 14413 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.2206267 |
| Minimum | 0 |
|---|---|
| Maximum | 3205029.9 |
| Zeros | 510568 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.38 |
| Maximum | 3205029.9 |
| Range | 3205029.9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10725.21554 |
|---|---|
| Coefficient of variation (CV) | 87.75290912 |
| Kurtosis | 52098.19125 |
| Mean | 122.2206267 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 210.2360612 |
| Sum | 65892439.79 |
| Variance | 115030248.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 510568 | |
| 1 | 124 | < 0.1% |
| 2 | 124 | < 0.1% |
| 3 | 99 | < 0.1% |
| 5 | 91 | < 0.1% |
| 4 | 88 | < 0.1% |
| 10 | 82 | < 0.1% |
| 0.5 | 73 | < 0.1% |
| 1.5 | 54 | < 0.1% |
| 0.6 | 42 | < 0.1% |
| Other values (14403) | 27782 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 510568 | |
| 0.001 | 1 | < 0.1% |
| 0.002 | 2 | < 0.1% |
| 0.01 | 1 | < 0.1% |
| 0.03 | 5 | < 0.1% |
| 0.0399 | 1 | < 0.1% |
| 0.04 | 6 | < 0.1% |
| 0.046 | 1 | < 0.1% |
| 0.05 | 5 | < 0.1% |
| 0.06 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 3205029.9 | 1 | |
| 2943698.03 | 1 | |
| 2804325.5 | 1 | |
| 2774579.4 | 1 | |
| 2576408.947 | 1 | |
| 1661772.11 | 1 | |
| 1618524.667 | 1 | |
| 1194009.02 | 1 | |
| 1119797.44 | 1 | |
| 1114766.57 | 1 |
| Distinct | 6835 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.63542055 |
| Minimum | 0 |
|---|---|
| Maximum | 245694.68 |
| Zeros | 529907 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 245694.68 |
| Range | 245694.68 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 908.3418301 |
|---|---|
| Coefficient of variation (CV) | 58.0951326 |
| Kurtosis | 25499.62461 |
| Mean | 15.63542055 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 138.0075859 |
| Sum | 8429477.374 |
| Variance | 825084.8803 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 529907 | |
| 10 | 51 | < 0.1% |
| 2 | 50 | < 0.1% |
| 5 | 45 | < 0.1% |
| 1 | 45 | < 0.1% |
| 15 | 43 | < 0.1% |
| 30 | 39 | < 0.1% |
| 4 | 37 | < 0.1% |
| 3 | 37 | < 0.1% |
| 20 | 35 | < 0.1% |
| Other values (6825) | 8838 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 529907 | |
| 0.0004 | 1 | < 0.1% |
| 0.001 | 10 | < 0.1% |
| 0.002 | 2 | < 0.1% |
| 0.003 | 1 | < 0.1% |
| 0.0046 | 1 | < 0.1% |
| 0.005 | 10 | < 0.1% |
| 0.0057 | 1 | < 0.1% |
| 0.01 | 5 | < 0.1% |
| 0.0101 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 245694.68 | 1 | |
| 228193.03 | 1 | |
| 135270.325 | 1 | |
| 131140.46 | 1 | |
| 127969.01 | 1 | |
| 123209.77 | 1 | |
| 122006.88 | 1 | |
| 121225.81 | 1 | |
| 118441.24 | 1 | |
| 115055.02 | 1 |
| Distinct | 14217 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.16144427 |
| Minimum | 0 |
|---|---|
| Maximum | 259649.49 |
| Zeros | 521451 |
| Zeros (%) | 96.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 259649.49 |
| Range | 259649.49 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1377.104224 |
|---|---|
| Coefficient of variation (CV) | 22.89014569 |
| Kurtosis | 8367.386719 |
| Mean | 60.16144427 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 72.64528079 |
| Sum | 32434658.96 |
| Variance | 1896416.044 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 521451 | |
| 5 | 86 | < 0.1% |
| 2 | 73 | < 0.1% |
| 1 | 69 | < 0.1% |
| 10 | 66 | < 0.1% |
| 20 | 60 | < 0.1% |
| 3 | 59 | < 0.1% |
| 4 | 58 | < 0.1% |
| 0.5 | 47 | < 0.1% |
| 6 | 41 | < 0.1% |
| Other values (14207) | 17117 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 521451 | |
| 0.0011 | 1 | < 0.1% |
| 0.0057 | 2 | < 0.1% |
| 0.01 | 8 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.03 | 2 | < 0.1% |
| 0.04 | 5 | < 0.1% |
| 0.06 | 2 | < 0.1% |
| 0.075 | 1 | < 0.1% |
| 0.1 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 259649.49 | 1 | |
| 221519.63 | 1 | |
| 208771.005 | 1 | |
| 186101.96 | 1 | |
| 168317.73 | 1 | |
| 167046.4 | 1 | |
| 166986.51 | 1 | |
| 154883.75 | 1 | |
| 128749.43 | 1 | |
| 128401.03 | 1 |
| Distinct | 10278 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.3765942 |
| Minimum | 0 |
|---|---|
| Maximum | 435738.97 |
| Zeros | 522162 |
| Zeros (%) | 96.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 435738.97 |
| Range | 435738.97 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2008.62201 |
|---|---|
| Coefficient of variation (CV) | 42.3969271 |
| Kurtosis | 22337.2707 |
| Mean | 47.3765942 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 131.4743886 |
| Sum | 25542001.1 |
| Variance | 4034562.381 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 522162 | |
| 2 | 122 | < 0.1% |
| 1 | 114 | < 0.1% |
| 4 | 106 | < 0.1% |
| 3 | 89 | < 0.1% |
| 6 | 80 | < 0.1% |
| 5 | 80 | < 0.1% |
| 10 | 60 | < 0.1% |
| 8 | 57 | < 0.1% |
| 7 | 54 | < 0.1% |
| Other values (10268) | 16203 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 522162 | |
| 0.0025 | 1 | < 0.1% |
| 0.004 | 1 | < 0.1% |
| 0.01 | 3 | < 0.1% |
| 0.012 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 3 | < 0.1% |
| 0.04 | 4 | < 0.1% |
| 0.05 | 4 | < 0.1% |
| 0.06 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 435738.97 | 1 | |
| 435141.36 | 1 | |
| 429022.69 | 1 | |
| 386085.44 | 1 | |
| 380418.93 | 1 | |
| 359695.39 | 1 | |
| 223938.88 | 1 | |
| 222664.42 | 1 | |
| 216260.31 | 1 | |
| 211978.48 | 1 |
Planted_and_Failed_Acres
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 151418 |
|---|---|
| Distinct (%) | 28.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3791.596615 |
| Minimum | 0 |
|---|---|
| Maximum | 6914872.27 |
| Zeros | 17116 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.07 |
| Q1 | 6.08 |
| median | 51.45 |
| Q3 | 366.375 |
| 95-th percentile | 8009.723 |
| Maximum | 6914872.27 |
| Range | 6914872.27 |
| Interquartile range (IQR) | 360.295 |
Descriptive statistics
| Standard deviation | 45619.42721 |
|---|---|
| Coefficient of variation (CV) | 12.03171957 |
| Kurtosis | 4843.861243 |
| Mean | 3791.596615 |
| Median Absolute Deviation (MAD) | 50.95 |
| Skewness | 54.01257506 |
| Sum | 2044152108 |
| Variance | 2081132139 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 17116 | 3.2% |
| 1 | 5405 | 1.0% |
| 0.5 | 3884 | 0.7% |
| 2 | 3869 | 0.7% |
| 0.1 | 2923 | 0.5% |
| 3 | 2437 | 0.5% |
| 5 | 2318 | 0.4% |
| 0.25 | 2091 | 0.4% |
| 4 | 1955 | 0.4% |
| 1.5 | 1933 | 0.4% |
| Other values (151408) | 495196 |
| Value | Count | Frequency (%) |
| 0 | 17116 | |
| 0.0001 | 48 | < 0.1% |
| 0.0002 | 16 | < 0.1% |
| 0.0003 | 10 | < 0.1% |
| 0.0004 | 6 | < 0.1% |
| 0.0005 | 7 | < 0.1% |
| 0.0006 | 24 | < 0.1% |
| 0.0007 | 11 | < 0.1% |
| 0.0008 | 8 | < 0.1% |
| 0.0009 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 6914872.27 | 1 | |
| 6128962.12 | 1 | |
| 5578955.55 | 1 | |
| 5533689.1 | 1 | |
| 5461513.27 | 1 | |
| 5424527.57 | 1 | |
| 4754721.09 | 1 | |
| 4315211.08 | 1 | |
| 4230149.13 | 1 | |
| 4226050.6 | 1 |
Crop_Year
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
| 2020 | |
|---|---|
| 2019 | |
| 2018 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2156508 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2018 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2018 |
| 4th row | 2018 |
| 5th row | 2018 |
Common Values
| Value | Count | Frequency (%) |
| 2020 | 185797 | |
| 2019 | 185028 | |
| 2018 | 168302 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2020 | 185797 | |
| 2019 | 185028 | |
| 2018 | 168302 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 724924 | |
| 0 | 724924 | |
| 1 | 353330 | |
| 9 | 185028 | 8.6% |
| 8 | 168302 | 7.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2156508 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 724924 | |
| 0 | 724924 | |
| 1 | 353330 | |
| 9 | 185028 | 8.6% |
| 8 | 168302 | 7.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2156508 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 724924 | |
| 0 | 724924 | |
| 1 | 353330 | |
| 9 | 185028 | 8.6% |
| 8 | 168302 | 7.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2156508 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 724924 | |
| 0 | 724924 | |
| 1 | 353330 | |
| 9 | 185028 | 8.6% |
| 8 | 168302 | 7.8% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| State_Code | County_Code | Crop_Code | State | County | State_County_Code | Crop | Crop_Type | Intended_Use | Irrigation_Practice | Planted_Acres | Volunteer_Acres | Failed_Acres | Prevented_Acres | Not_Planted_Acres | Planted_and_Failed_Acres | Crop_Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 11 | Alabama | Autauga | 1001.0 | WHEAT | SOFT RED WINTER | Grain | N | 161.00 | 0.0 | 0.0 | 0.0 | 0.0 | 161.00 | 2018 |
| 1 | 1 | 1 | 11 | Alabama | Autauga | 1001.0 | WHEAT | SOFT RED WINTER | Seed | N | 26.78 | 0.0 | 0.0 | 0.0 | 0.0 | 26.78 | 2018 |
| 2 | 1 | 1 | 16 | Alabama | Autauga | 1001.0 | OATS | HULLESS WINTER | Grazing | N | 47.25 | 0.0 | 0.0 | 0.0 | 0.0 | 47.25 | 2018 |
| 3 | 1 | 1 | 16 | Alabama | Autauga | 1001.0 | OATS | WINTER | Grain | N | 166.19 | 0.0 | 0.0 | 0.0 | 0.0 | 166.19 | 2018 |
| 4 | 1 | 1 | 16 | Alabama | Autauga | 1001.0 | OATS | WINTER | Grazing | N | 3.37 | 0.0 | 0.0 | 0.0 | 0.0 | 3.37 | 2018 |
| 5 | 1 | 1 | 16 | Alabama | Autauga | 1001.0 | OATS | WINTER | Seed | N | 22.32 | 0.0 | 0.0 | 0.0 | 0.0 | 22.32 | 2018 |
| 6 | 1 | 1 | 21 | Alabama | Autauga | 1001.0 | COTTON UPLAND | NaN | NaN | I | 794.80 | 0.0 | 0.0 | 0.0 | 0.0 | 794.80 | 2018 |
| 7 | 1 | 1 | 21 | Alabama | Autauga | 1001.0 | COTTON UPLAND | NaN | NaN | N | 8359.27 | 0.0 | 0.0 | 0.0 | 0.0 | 8359.27 | 2018 |
| 8 | 1 | 1 | 34 | Alabama | Autauga | 1001.0 | PEACHES | CLING PEACHES | Fresh | N | 4.00 | 0.0 | 0.0 | 0.0 | 0.0 | 4.00 | 2018 |
| 9 | 1 | 1 | 34 | Alabama | Autauga | 1001.0 | PEACHES | FREESTONE LATE SEASON | Fresh | N | 5.00 | 0.0 | 0.0 | 0.0 | 0.0 | 5.00 | 2018 |
Last rows
| State_Code | County_Code | Crop_Code | State | County | State_County_Code | Crop | Crop_Type | Intended_Use | Irrigation_Practice | Planted_Acres | Volunteer_Acres | Failed_Acres | Prevented_Acres | Not_Planted_Acres | Planted_and_Failed_Acres | Crop_Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 539117 | 72 | 141 | 1010 | Puerto Rico | Utuado | 72141.0 | NURSERY | CONTAINER | Blank | I | 1.9800 | 0.0 | 0.0 | 0.0 | 0.00 | 1.9800 | 2020 |
| 539118 | 72 | 141 | 1010 | Puerto Rico | Utuado | 72141.0 | NURSERY | EDIBLE CONTAINER | Blank | I | 0.0850 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0850 | 2020 |
| 539119 | 72 | 141 | 1166 | Puerto Rico | Utuado | 72141.0 | CAIMITO | NaN | Fresh | N | 0.9700 | 0.0 | 0.0 | 0.0 | 0.00 | 0.9700 | 2020 |
| 539120 | 72 | 141 | 1167 | Puerto Rico | Utuado | 72141.0 | GUAMABANA/SOURSOP | NaN | Fresh | N | 0.4856 | 0.0 | 0.0 | 0.0 | 0.00 | 0.4856 | 2020 |
| 539121 | 72 | 141 | 1190 | Puerto Rico | Utuado | 72141.0 | HONEY | NaN | Fresh | O | 0.0000 | 0.0 | 0.0 | 0.0 | 0.25 | 0.0000 | 2020 |
| 539122 | 72 | 141 | 1290 | Puerto Rico | Utuado | 72141.0 | BREADFRUIT | NaN | Fresh | N | 54.8800 | 0.0 | 0.0 | 0.0 | 0.00 | 54.8800 | 2020 |
| 539123 | 72 | 141 | 7037 | Puerto Rico | Utuado | 72141.0 | JACK FRUIT | NaN | Fresh | N | 1.9400 | 0.0 | 0.0 | 0.0 | 0.00 | 1.9400 | 2020 |
| 539124 | 72 | 141 | 7164 | Puerto Rico | Utuado | 72141.0 | RAMBUTAN | NaN | Fresh | N | 10.6724 | 0.0 | 0.0 | 0.0 | 0.00 | 10.6724 | 2020 |
| 539125 | 72 | 141 | 7208 | Puerto Rico | Utuado | 72141.0 | MANGOSTEEN | NaN | Fresh | N | 8.7300 | 0.0 | 0.0 | 0.0 | 0.00 | 8.7300 | 2020 |
| 539126 | 72 | 141 | 8005 | Puerto Rico | Utuado | 72141.0 | LYCHEE | NaN | Fresh | N | 0.9700 | 0.0 | 0.0 | 0.0 | 0.00 | 0.9700 | 2020 |
Most frequently occurring
| State_Code | County_Code | Crop_Code | State | County | State_County_Code | Crop | Intended_Use | Irrigation_Practice | Planted_Acres | Volunteer_Acres | Failed_Acres | Prevented_Acres | Not_Planted_Acres | Planted_and_Failed_Acres | Crop_Year | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2244 | 37 | 7 | 7501 | North Carolina | Anson | 37007.0 | FLOWERS | Fresh | I | 0.0100 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0100 | 2020 | 40 |
| 2553 | 39 | 27 | 7501 | Ohio | Clinton | 39027.0 | FLOWERS | Fresh | N | 0.0100 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0100 | 2018 | 17 |
| 624 | 18 | 181 | 5000 | Indiana | White | 18181.0 | HERBS | Fresh | N | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0023 | 2020 | 16 |
| 2632 | 39 | 63 | 7501 | Ohio | Hancock | 39063.0 | FLOWERS | Fresh | I | 0.0020 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0020 | 2018 | 15 |
| 2506 | 38 | 31 | 53 | North Dakota | Foster | 38031.0 | GRAPES | Fresh | N | 0.0174 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0174 | 2018 | 13 |
| 1952 | 35 | 25 | 53 | New Mexico | Lea | 35025.0 | GRAPES | Fresh | I | 0.0900 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0900 | 2018 | 12 |
| 1953 | 35 | 25 | 53 | New Mexico | Lea | 35025.0 | GRAPES | Fresh | I | 0.0900 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0900 | 2019 | 12 |
| 1954 | 35 | 25 | 53 | New Mexico | Lea | 35025.0 | GRAPES | Fresh | I | 0.0900 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0900 | 2020 | 12 |
| 2504 | 38 | 31 | 53 | North Dakota | Foster | 38031.0 | GRAPES | Fresh | N | 0.0130 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0130 | 2019 | 12 |
| 2505 | 38 | 31 | 53 | North Dakota | Foster | 38031.0 | GRAPES | Fresh | N | 0.0130 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0130 | 2020 | 12 |